Uncovering Gene Regulatory Networks from Time-Series Microarray Data with Variational Bayesian Structural Expectation Maximization.
Isabel M. Tienda-LunaYufei HuangYufang YinDiego Pablo Ruiz PadilloMaria Carmen Carrion PerezPublished in: EURASIP J. Bioinform. Syst. Biol. (2007)
Keyphrases
- microarray data
- gene regulatory networks
- gene expression data
- expectation maximization
- gene networks
- biological data
- microarray
- em algorithm
- gene expression
- regulatory networks
- maximum likelihood
- probabilistic model
- high dimensional
- reverse engineering
- data sets
- unsupervised learning
- parameter estimation
- cluster analysis
- network model
- generative model
- feature selection
- high dimensionality
- image segmentation
- bayesian framework
- k means
- high throughput
- machine learning